SOTAVerified

Continual Semantic Segmentation

Continual learning in semantic segmentation.

Papers

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Showing 1–10 of 34 papers

TitleStatusHype
SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision TransformersCode2
Strike a Balance in Continual Panoptic SegmentationCode1
Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance ModellingCode1
Mitigating Background Shift in Class-Incremental Semantic SegmentationCode1
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and ApplicationCode1
Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point CloudsCode1
SATS: Self-Attention Transfer for Continual Semantic SegmentationCode1
Representation Compensation Networks for Continual Semantic SegmentationCode1
Adversarial Continual Learning for Multi-Domain Hippocampal SegmentationCode1
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic SegmentationCode1
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All datasetsADE20KPASCAL VOC 2012ScanNet

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LGKDmIoU37.5—Unverified
2Mask2FormermIoU36.7—Unverified
#ModelMetricClaimedVerifiedStatus
1LGKDmIoU75.7—Unverified
#ModelMetricClaimedVerifiedStatus
1LGKDmIoU55.3—Unverified